Zobrazeno 1 - 10
of 23 858
pro vyhledávání: '"Atalay, A."'
Autor:
ATALAY, A. K., KOCABAS, D. A.
Publikováno v:
Advances in Electrical and Computer Engineering, Vol 22, Iss 4, Pp 31-38 (2022)
Turbogenerators driven by high-speed turbines are frequently used in electrical power generation. Power quality of a synchronous generator is directly associated with its excitation field harmonics. Conventional method to eliminate the most promine
Externí odkaz:
https://doaj.org/article/cb914832fe074587a0873e9370df2635
Autor:
Jia, Xiaogang, Wang, Qian, Donat, Atalay, Xing, Bowen, Li, Ge, Zhou, Hongyi, Celik, Onur, Blessing, Denis, Lioutikov, Rudolf, Neumann, Gerhard
This work introduces Mamba Imitation Learning (MaIL), a novel imitation learning (IL) architecture that offers a computationally efficient alternative to state-of-the-art (SoTA) Transformer policies. Transformer-based policies have achieved remarkabl
Externí odkaz:
http://arxiv.org/abs/2406.08234
Autor:
Zhong, Zhusi, Zhang, Helen, Fayad, Fayez H., Lancaster, Andrew C., Sollee, John, Kulkarni, Shreyas, Lin, Cheng Ting, Li, Jie, Gao, Xinbo, Collins, Scott, Greineder, Colin, Ahn, Sun H., Bai, Harrison X., Jiao, Zhicheng, Atalay, Michael K.
Purpose: Pulmonary embolism (PE) is a significant cause of mortality in the United States. The objective of this study is to implement deep learning (DL) models using Computed Tomography Pulmonary Angiography (CTPA), clinical data, and PE Severity In
Externí odkaz:
http://arxiv.org/abs/2406.01302
Autor:
Zhong, Zhusi, Li, Jie, Sollee, John, Collins, Scott, Bai, Harrison, Zhang, Paul, Healey, Terrence, Atalay, Michael, Gao, Xinbo, Jiao, Zhicheng
In response to the worldwide COVID-19 pandemic, advanced automated technologies have emerged as valuable tools to aid healthcare professionals in managing an increased workload by improving radiology report generation and prognostic analysis. This st
Externí odkaz:
http://arxiv.org/abs/2405.14113
Autor:
Zhong, Zhusi, Li, Jie, Ma, Zhuoqi, Collins, Scott, Bai, Harrison, Zhang, Paul, Healey, Terrance, Gao, Xinbo, Atalay, Michael K., Jiao, Zhicheng
The COVID-19 pandemic has strained global public health, necessitating accurate diagnosis and intervention to control disease spread and reduce mortality rates. This paper introduces an interpretable deep survival prediction model designed specifical
Externí odkaz:
http://arxiv.org/abs/2405.02815
Autor:
Sharma, Pragya, Atalay, Tolga, Gibbs, Hans-Andrew, Stojadinovic, Dragoslav, Stavrou, Angelos, Wang, Haining
5G mobile networks leverage Network Function Virtualization (NFV) to offer services in the form of network slices. Each network slice is a logically isolated fragment constructed by service chaining a set of Virtual Network Functions (VNFs). The Netw
Externí odkaz:
http://arxiv.org/abs/2404.13242
Autor:
Jia, Xiaogang, Blessing, Denis, Jiang, Xinkai, Reuss, Moritz, Donat, Atalay, Lioutikov, Rudolf, Neumann, Gerhard
Imitation learning with human data has demonstrated remarkable success in teaching robots in a wide range of skills. However, the inherent diversity in human behavior leads to the emergence of multi-modal data distributions, thereby presenting a form
Externí odkaz:
http://arxiv.org/abs/2402.14606
Multimodal optimization is often encountered in engineering problems, especially when different and alternative solutions are sought. Evolutionary algorithms can efficiently tackle multimodal optimization thanks to their features such as the concept
Externí odkaz:
http://arxiv.org/abs/2401.06153
The Fifth Generation (5G) mobile core network is designed as a set of Virtual Network Functions (VNFs) hosted on Commercial-Off-the-Shelf (COTS) hardware. This creates a growing demand for general-purpose compute resources as 5G deployments continue
Externí odkaz:
http://arxiv.org/abs/2312.04833
Autor:
Atalay, Sina, Schnaubelt, Erik, Wozniak, Mariusz, Dular, Julien, Zachou, Georgia, Schöps, Sebastian, Verweij, Arjan
Publikováno v:
Superconductor Science and Technology, Volume 37, Number 6, June 2024
A new module, Pancake3D, of the open-source Finite Element Quench Simulator (FiQuS) has been developed in order to perform transient simulations of no-insulation (NI) high-temperature superconducting (HTS) pancake coils in 3-dimensions. FiQuS/Pancake
Externí odkaz:
http://arxiv.org/abs/2311.09177